Founder | Agentic AI...ย โขย 2m
If you know TOON, youโre ahead of 99% of people. JSON is dead. TOON is for modern AI systems. If youโre still sending JSON to your LLMsโฆ youโre wasting money. ๐ง๐ข๐ข๐ก (๐ง๐ผ๐ธ๐ฒ๐ป-๐ข๐ฟ๐ถ๐ฒ๐ป๐๐ฒ๐ฑ ๐ข๐ฏ๐ท๐ฒ๐ฐ๐ ๐ก๐ผ๐๐ฎ๐๐ถ๐ผ๐ป) is the new standard built specifically for modern AI systems. JSON is bloated. Repetitive. Filled with quotes, keys, and braces that LLMs donโt need. TOON removes all this noise, making your prompts ๐น๐ถ๐ด๐ต๐๐ฒ๐ฟ, ๐ณ๐ฎ๐๐๐ฒ๐ฟ, ๐ฎ๐ป๐ฑ ๐ณ๐ฎ๐ฟ ๐บ๐ผ๐ฟ๐ฒ ๐๐๐ -๐ณ๐ฟ๐ถ๐ฒ๐ป๐ฑ๐น๐. โ What TOON delivers โข 30โ60% ๐ณ๐ฒ๐๐ฒ๐ฟ ๐๐ผ๐ธ๐ฒ๐ป๐ for uniform arrays โข ๐๐ถ๐ด๐ต๐ฒ๐ฟ ๐ฎ๐ฐ๐ฐ๐๐ฟ๐ฎ๐ฐ๐ due to explicit field sets & lengths โข ๐๐น๐ฒ๐ฎ๐ป๐ฒ๐ฟ ๐๐๐ฟ๐๐ฐ๐๐๐ฟ๐ฒ with minimal syntax โข ๐๐๐น๐น ๐ฐ๐ผ๐บ๐ฝ๐ฎ๐๐ถ๐ฏ๐ถ๐น๐ถ๐๐ with JSON (convert in/out instantly) JSON vs TOON Same data โ up to 60% ๐ณ๐ฒ๐๐ฒ๐ฟ ๐๐ผ๐ธ๐ฒ๐ป๐ โ better comprehension. The numbers speak: โข 64% ๐๐ผ๐ธ๐ฒ๐ป ๐๐ฎ๐๐ถ๐ป๐ด๐ for tabular data โข ~74% ๐ฟ๐ฒ๐๐ฟ๐ถ๐ฒ๐๐ฎ๐น ๐ฎ๐ฐ๐ฐ๐๐ฟ๐ฎ๐ฐ๐ (vs ~70% with JSON) โข 76% ๐ฏ๐ฒ๐๐๐ฒ๐ฟ ๐ฐ๐ผ๐๐-๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐ per 1,000 tokens For teams running ๐ฎ๐ด๐ฒ๐ป๐๐, ๐ฅ๐๐ ๐ฝ๐ถ๐ฝ๐ฒ๐น๐ถ๐ป๐ฒ๐, ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐ฐ๐ฎ๐๐ฎ๐น๐ผ๐ด๐, ๐น๐ผ๐ด๐, ๐บ๐๐น๐๐ถ-๐๐ผ๐ผ๐น ๐๐ผ๐ฟ๐ธ๐ณ๐น๐ผ๐๐, ๐ผ๐ฟ ๐น๐ผ๐ป๐ด-๐ฐ๐ผ๐ป๐๐ฒ๐ ๐ ๐ฝ๐ฟ๐ผ๐บ๐ฝ๐๐, the savings compound fast. Don't see TOON as a JSON replacement. TOON isnโt a new API format. Itโs becoming the ๐ป๐ฒ๐ ๐๐๐ฎ๐ป๐ฑ๐ฎ๐ฟ๐ฑ ๐ณ๐ผ๐ฟ ๐๐๐ ๐ฐ๐ผ๐๐-๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ฐ๐. Your app still uses JSON. Only your LLM sees TOON. โก๏ธ JSON โ TOON โ LLM โ back to JSON Fast. Accurate. Built for LLMs. If your company uses modern AI systems, this can save a lot of money, compounding over time. โ Repost for others in your network who can benefit from this.

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